DocumentCode
2067969
Title
Analog VLSI hardware for fuzzy systems
Author
Wilamowski, Bogdan M.
Author_Institution
Dept. of Electr. Eng., Wyoming Univ., Laramie, WY, USA
Volume
1
fYear
1998
fDate
31 Aug-4 Sep 1998
Firstpage
52
Abstract
Our world has an analog nature and it is natural to process signals in an analog way. Analog signal processing can be much faster than digital signal processing and AD or DA conversion is not required. The main obstacle is to develop adequate circuits for nonlinear signal processing. In the paper several new circuits are proposed. These circuits use nonlinear characteristics of MOS transistors for nonlinear signal processing. The fuzzy signal processing is used as an example. The proposed fuzzifier circuits are relatively simple while almost arbitrary shapes of membership functions can be obtained. The proposed current mode MAX and MIN operators exhibit accuracy superior to other circuits. The defuzzifier circuit uses the concept of signal normalization and weighted sum. A new normalization circuit, operating in the subthreshold conduction mode, exhibits almost ideal characteristics. The described new building blocks were used to design the entire analog fuzzy VLSI chip
Keywords
MOS analogue integrated circuits; VLSI; analogue processing circuits; current-mode circuits; fuzzy systems; integrated circuit design; MAX operators; MIN operators; MOS transistors; analog VLSI hardware; analog fuzzy VLSI chip; analog signal processing; defuzzifier circuit; fuzzifier circuits; fuzzy signal processing; fuzzy systems; membership functions; nonlinear signal processing; signal normalization; subthreshold conduction mode; weighted sum; Circuits; Digital signal processing; Fuzzy systems; Hardware; Intelligent sensors; MOSFETs; Shape; Signal processing; Very large scale integration; Voltage;
fLanguage
English
Publisher
ieee
Conference_Titel
Industrial Electronics Society, 1998. IECON '98. Proceedings of the 24th Annual Conference of the IEEE
Conference_Location
Aachen
Print_ISBN
0-7803-4503-7
Type
conf
DOI
10.1109/IECON.1998.723943
Filename
723943
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